Alfredo Braunstein - Politecnico di Torino # Inverse problems in spread dynamics on networks # We study some inverse problems arising in a class of stochastic spread dynamics which includes some well-known discrete time epidemic models on networks. In particular, we show how observations at a given time in the dynamics can be used efficiently to infer rich information about the past.